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⚡ AI Lessons

Dev.to · FromZeroToShip
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
I published a 60-second deploy tolerance on Monday. On Wednesday a deploy took 70, and my check called a healthy site broken.
On Monday I published a piece admitting that my deploy verification tolerates sixty seconds of "not...

Dev.to · FromZeroToShip
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
My gate rejected the useless indicator instantly. Then it certified the worst one I own, at p=.001.
A few weeks ago I killed an indicator of mine in public. I had been trying to work out how much of...

Dev.to · FromZeroToShip
🔧 Backend Engineering
1mo ago
I quoted 133 resolved, 0 absent, 340 unreachable. My log had one entry — and it wasn't that run.
Here is a sentence I wrote to someone in a thread last week: Built it. The refusal now writes a...

Dev.to · FromZeroToShip
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
My deploy check waits 60 seconds. My outage alarm waits 5. I measured neither.
Two numbers from my own systems, side by side. When I deploy, a check confirms the pages are...

Dev.to · FromZeroToShip
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
'Deploy succeeded.' Four of my nine pages were still 404.
I deployed nine new pages this week. The CLI said what it always says: ✨ Success! Uploaded 14...

Dev.to · FromZeroToShip
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Two of my projects were about to jump a grade. Nobody had fixed anything.
I have a scanner that grades my own projects. It reads the code, applies a list of rules, subtracts...

Dev.to · FromZeroToShip
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
My bot detector said 95% fake. It agreed with me instantly — that was the tell.
Two days ago I closed a thread here with a line I meant as honest humility: The next thing will ship...

Dev.to · FromZeroToShip
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
My AI reviewer found nothing for months. I read that as good news.
I build a hospital's internal tools as a non-developer, which means AI writes most of the code. So of...

Dev.to · FromZeroToShip
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
#S5 The Stranger Who Rewrote My Test Four Times
Last post ended on a line I meant sincerely and had not yet paid for: don't hold the pen alone. This...

Dev.to · FromZeroToShip
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
#S4 Who Holds the Pen: The One Check You Can't Run on Yourself
Two posts ago I told you five strangers audited my systems in a single day and didn't know it. I was...

Dev.to · FromZeroToShip
📰 AI News & Updates
⚡ AI Lesson
1mo ago
#S3 The Loot Report, Vol. 2: Four Lines That Fixed the Boring Parts
Last Loot Report was a single day's haul. This one is slower — four lines I lifted over a few weeks,...

Dev.to · FromZeroToShip
📰 AI News & Updates
⚡ AI Lesson
1mo ago
#22 Tool #23 Is the Blog You're Reading Right Now
The story I told across the last twenty-one posts ended with twenty-two tools running at my...

Dev.to · FromZeroToShip
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
#S2 The Loot Report: Five Strangers Audited My Systems in One Day
Last time I said each post would show you the receipts. This one is a single day's worth. In about a...

Dev.to · FromZeroToShip
📰 AI News & Updates
2mo ago
#21 So, What's Your First One?
Before I hand this over, I want to tell you where I'm actually standing right now. I'm looking at...

Dev.to · FromZeroToShip
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
The Language Barrier That Made Me Use AI Better
I came to dev.to to translate. I stayed to steal. I mean that as the compliment it is here. On this...

Dev.to · FromZeroToShip
📰 AI News & Updates
2mo ago
#20 Your First 30 Days With AI: A Simple Plan
The rules and the tool list are useful once you're moving. But the question I actually get most is...

Dev.to · FromZeroToShip
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
#18 Six Rules I Learned From a Year of Working With AI
Every post so far has been a story. This one is different. People have started asking me a plainer...

Dev.to · FromZeroToShip
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
#17 None of It Was for Me: A Year of Building With AI
I laid them all out one day. Twenty-two tools I had built over a year. Then I noticed something...

Dev.to · FromZeroToShip
📰 AI News & Updates
2mo ago
#16 In the End, It Was Always About People
One day the hospital decided to make short promo videos. Short video is everywhere now, so a lot of...

Dev.to · FromZeroToShip
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
#14 Building an Intranet to Replace Our Scattered Group Chats
When I moved to the planning office, the first big job that landed on me was counting. For years I...

Dev.to · FromZeroToShip
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
#10 The Week I Held My Breath: Moving to a Real Server
I had decided to move my tool to a real server. The only problem was I had no idea where to...

Dev.to · FromZeroToShip
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
#9 The Treasure Room That Was Too Slow: Outgrowing My Server
The thing that shook the ground under me was an inventory count. The hospital had been open for more...

Dev.to · FromZeroToShip
📰 AI News & Updates
⚡ AI Lesson
2mo ago
#8 Six Teams, Six Different Forms: My First Real Project
The therapy unit at the hospital I work for had six treatment rooms. Room 1, Room 2, Room 3, and so...

Dev.to · FromZeroToShip
📰 AI News & Updates
⚡ AI Lesson
2mo ago
#7 How I shipped my first real tool without knowing how to code
The first time I deployed something that other people actually used, I didn't really understand the...
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